Recording data citations supports data reuse and aids research integrity and reproducibility. Crossref makes it easy for our members to submit data citations to support the scholarly record.
TL;DR Citations are essential/core metadata that all members should submit for all articles, conference proceedings, preprints, and books. Submitting data citations to Crossref has long been possible. And it’s easy, you just need to:
Include data citations in the references section as you would for any other citation Include a DOI or other persistent identifier for the data if it is available - just as you would for any other citation Submit the references to Crossref through the content registration process as you would for any other record And your data citations will flow through all the normal processes that Crossref applies to citations.
At Crossref, we care a lot about the completeness and quality of metadata. Gathering robust metadata from across the global network of scholarly communication is essential for effective co-creation of the research nexus and making the inner workings of academia traceable and transparent. We invest time in community initiatives such as Metadata 20/20 and Better Together webinars. We encourage members to take time to look up their participation reports, and our team can support you if you’re looking to understand and improve any aspects of metadata coverage of your content.
What’s in the metadata matters because it is So.Heavily.Used.
You might be tired of hearing me say it but that doesn’t make it any less true. Our open APIs now see over 1 billion queries per month. The metadata is ingested, displayed and redistributed by a vast, global array of systems and services that in whole or in part are often designed to point users to relevant content. It’s also heavily used by researchers, who author the content that is described in the metadata they analyze.
Our Perspectives blog series highlights different members of our diverse, global community at Crossref. We learn more about their lives and how they came to know and work with us, and we hear insights about the scholarly research landscape in their country, the challenges they face, and their plans for the future.
تسلط سلسلة مدونة توقعات - وجهات نظر الخاصة بنا الضوء على أعضاء مختلفين من مجتمعنا العالمي المتنوع في كروس رف .نتعلم المزيد عن حياتهم وكيف تعرفوا وعملوا معنا، ونسمع رؤى حول مشهد البحث العلمي في بلدهم، والتحديات التي يواجهونها، وخططهم للمستقبل.
Crossref allows citation linking using Digital Object Identifiers (DOIs) between research produced by different organizations (without the need for individual agreements between them). This ensures that citation links are persistent - that they work over long periods of time. However, there is no purely technical solution to the problem of broken links on the web; Crossref members have to keep these links updated, along with rich metadata that everyone in the scholarly ecosystem relies on.
At Crossref, every metadata record that our members register for their content needs to have a unique DOI attached to it, both as a container for that record and as a locator for others to use. A DOI does not signify any value or accuracy of the thing it locates; the value lies in the record’s metadata which gives context about the object (such as contributors, funding bodies, abstract/summary) and enables connections with other entities (such as people (e.g. ORCID) or organizations (e.g. ROR)).
DOIs include 3 parts:
Of these three parts of the DOI, members (or their service providers) create the last part, the suffix. Because DOIs must be unique and persistent, members need a reasonable way to create and manage their suffixes, which should be opaque.
Here, we share the rules, guidelines and some examples to help you decide how to approach your suffixes. You can also go straight to our suffix generator.
Suffixes are case insensitive, so 10.1006/abc is the same in the system as 10.1006/ABC. Note that using lowercase is better for accessibility.
Guidelines for creating a DOI suffix
In part because there are few rules, it can be helpful to have some guidance in how to approach suffixes. This advice applies to DOIs at all levels, whether at journal or book level (a title-level DOI), or volume, issue, article, or chapter level.
The most important part of creating your DOIs is to understand that because DOIs are unique, persistent and ‘dumb’, once they are created, they will always work. There is never a need to delete or update existing DOIs.
Best practices for DOI suffixes:
Suffixes are best when they include short strings that are easily displayed and typed but are ‘dumb’ - meaning, the suffixes contains no readable information, including metadata.
Keep suffixes short. This makes them easier to read and to re-type. Remember, DOIs will appear online and in print.
Best practice DOI example:10.3390/s18020479 This example appears to be opaque because it includes no obvious information.
Avoid the following in DOI suffixes:
The function of suffixes is technical in nature so they are most problematic when they are treated as information to be read, interpreted and/or predicted. Remember, DOIs are persistent and not subject to correction or deletion.
While it may be tempting, using a pattern, such as a sequence, can cause problems. Services and tools that use DOIs may, for example, try to predict future DOIs that are not registered and may never be (more on opaque suffixes below).
Don’t include information like journal title (or initials), page number or date. This kind of information should be included in the metadata but can cause problems when included in suffixes for 2 main reasons:
Information in the suffix that conflicts with information in the metadata is confusing.
Information like journal title (or initials) may change or be found to be incorrect, as with dates, but DOIs are persistent, cannot be deleted and are not subject to correction. See more on opaque suffixes below.
Example problematic DOI suffix:10.5555/2014-04-01 This example is not opaque because it includes a date, which should be included in the metadata instead of in the suffix.
Proceed with caution in DOI suffixes:
Determining how to create suffixes and manage the over time can be a challenge. We recognize that some systems have requirements that don’t follow this advice and that human readability is helpful in managing DOIs.
If you must use a suffix with meaning, internal system identifiers can work, with careful management. Because things like ISBNs are themselves metadata, we don’t recommend using them in suffixes.
Just remember that while you and readers may recognize an ISBN, for example, the DOI system itself doesn’t and DOIs are not subject to correction or deletion.
No matter your approach, it’s worth taking some time to understand the emphasis on opaque suffixes.
Once a DOI has been registered with us, it should always be used for the same content. Even if the content moves to a new website or a new owner, the same DOI should continue to be used. Though the DOI never changes, its associated metadata is kept up-to-date by the relevant Crossref member.
What if your content already has a DOI?
Sometimes members may acquire a journal that already has DOIs registered for some articles. It’s important to keep and continue to use the DOIs that have already been registered and not change them - DOIs need to be persistent.
It doesn’t matter if the prefix on the existing DOI is different from the prefix belonging to the acquiring member. As content can move between members, the owner of a DOI is not necessarily the same as the owner of the prefix. Read more about transferring responsibility for DOIs.
The importance of opaque identifiers
What are opaque suffixes & why they are important
Suffixes are ‘dumb numbers.’ They are essentially meaningless on their own and meant to be that way–opaque. One good reason for that is because when something is meaningless, it doesn’t need to be corrected.
DOIs should not include information that can be understood, interpreted or predicted, especially information that may change. Page numbers and dates are examples of information that shouldn’t be included in suffixes. It is particularly problematic if the suffix includes information that conflicts with the metadata associated with the DOI.
We’ve referred to creating ‘suffix patterns’ in the past but information that includes or implies a pattern is also problematic. A sequence of numbers, for example, lends itself to the assumption that future DOIs can be predicted.
Scraping for DOIs - or what appear to be DOIs–is common, as is the likelihood that what is–or appears to be–a pattern will be treated as such. Just as the timing of DOI registration is important, in order to avoid unregistered DOIs, their construction is critical to avoiding interpretation.
More information on creating DOIs
Here are a few other resources that discuss creating DOIs and the importance of using opaque suffixes.